Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-31 1.352866 1.679863 2.115548 2.763676 3.753492 5.310146 8.209900
2025-09-07 0.967532 1.323128 1.879399 2.904577 5.030894 10.326499 33.081661
2025-09-14 0.762060 1.100503 1.682815 2.918774 6.163835 18.967096 312.624131
2025-09-21 0.627570 0.937460 1.504158 2.829498 7.005576 33.175352 NaN
2025-09-28 0.540584 0.829010 1.382617 2.786777 8.023752 66.231455 NaN
2025-10-05 0.502775 0.797206 1.399078 3.105988 11.379557 458.685750 NaN
2025-10-12 0.462828 0.751729 1.370362 3.284672 15.032057 NaN NaN
2025-10-19 0.420553 0.693342 1.294846 3.266105 17.670069 NaN NaN
2025-10-26 0.380794 0.633577 1.201193 3.130717 19.044184 NaN NaN
2025-11-02 0.356483 0.601797 1.168889 3.216175 24.237848 NaN NaN
2025-11-09 0.338800 0.581112 1.159642 3.398237 34.171868 NaN NaN
2025-11-16 0.317449 0.549561 1.114385 3.394228 41.840778 NaN NaN
2025-11-23 0.293745 0.510790 1.043828 3.240513 44.580946 NaN NaN
2025-11-30 0.281614 0.496289 1.038396 3.421373 69.727997 NaN NaN
2025-12-07 0.266782 0.473918 1.005852 3.439798 94.271924 NaN NaN
2025-12-14 0.250697 0.447028 0.955259 3.326319 107.246502 NaN NaN
2025-12-21 0.237533 0.425626 0.917606 3.272146 133.805992 NaN NaN
2025-12-28 0.234205 0.426643 0.948140 3.679292 501.580191 NaN NaN
2026-01-04 0.227525 0.418953 0.949988 3.909481 2921.085837 NaN NaN
2026-01-11 0.217603 0.402484 0.920431 3.885488 15538.908913 NaN NaN
2026-01-18 0.206453 0.382156 0.875224 3.711053 24604.163265 NaN NaN
2026-01-25 0.199993 0.372782 0.865173 3.821050 NaN NaN NaN
2026-02-01 0.195406 0.367591 0.868398 4.056612 NaN NaN NaN